search

jordan-bird / eeg-feature-generation

Generate statistical features from Electroencephalographic data
82 stars 31 forks source link

Request for pretrained model! #1

Closed KarinSu97 closed 3 years ago

KarinSu97 commented 3 years ago

Hi, 

I want to know if the pretrained model is provided. I would be highly appreciated if you share your trained model.

Thanks a lot!

Karin.

jetexh commented 3 years ago

Hi,

I want to know if the pretrained model is provided. I would be highly appreciated if you share your trained model.

Thanks a lot!

Karin.

Hey Karin,

I am also looking for the pretrained model of EEG emotion classification using the muse headset. Let me know if you manage to get ahold of this, or anything similar.

Regards, Jethro

jordan-bird commented 3 years ago

Hi,

I will upload the trained models soon when I can, but here are some resources that will probably help you a lot more since they also come with videos and source code:

Gabriel Atkin's step-by-step YouTube tutorial where he uses our EEG Emotions dataset

15 individual notebooks using different methods to classify the EEG emotions dataset

Sahil Jain's tutorial where he shows how to apply several SciKit Learn models to the mental state classification dataset

Since these datasets are becoming popular, I'll probably make a repo soon with a code tutorial for a feature extraction + classification pipeline. Instructions for feature extraction are given in the readme of this repo and the outputs can then be used with any of the above code tutorials.

KarinSu97 commented 3 years ago

Hi,

I will upload the trained models soon when I can, but here are some resources that will probably help you a lot more since they also come with videos and source code:

Gabriel Atkin's step-by-step YouTube tutorial where he uses our EEG Emotions dataset

15 individual notebooks using different methods to classify the EEG emotions dataset

Sahil Jain's tutorial where he shows how to apply several SciKit Learn models to the mental state classification dataset

Since these datasets are becoming popular, I'll probably make a repo soon with a code tutorial for a feature extraction + classification pipeline. Instructions for feature extraction are given in the readme of this repo and the outputs can then be used with any of the above code tutorials.

Thank you very much for your reply, I‘m looking forward to it. Good luck! Karin.